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Learner Reviews & Feedback for Deep Learning with Keras and Tensorflow by IBM

4.4

stars

992 ratings

About the Course

Deep learning is revolutionizing many fields, including computer vision, natural language processing, and robotics. In addition, Keras, a high-level neural networks API written in Python, has become an essential part of TensorFlow, making deep learning accessible and straightforward. Mastering these techniques will open many opportunities in research and industry. You will learn to create custom layers and models in Keras and integrate Keras with TensorFlow 2.x for enhanced functionality. You will develop advanced convolutional neural networks (CNNs) using Keras. You will also build transformer models for sequential data and time series using TensorFlow with Keras. The course also covers the principles of unsupervised learning in Keras and TensorFlow for model optimization and custom training loops. Finally, you will develop and train deep Q-networks (DQNs) with Keras for reinforcement learning tasks (an overview of Generative Modeling and Reinforcement Learning is provided). You will be able to practice the concepts learned using hands-on labs in each lesson. A culminating final project in the last module will provide you an opportunity to apply your knowledge to build a Classification Model using transfer learning. This course is suitable for all aspiring AI engineers who want to learn TensorFlow and Keras. It requires a working knowledge of Python programming and basic mathematical concepts such as gradients and matrices, as well as fundamentals of Deep Learning using Keras....

Top reviews

Jul 25, 2020

Nice course to introduce you to more advanced neural network algorithms, I wish the evaluations were more challenging and based on practical exercises... there is no final assignment either.

Mar 4, 2021

This course is the best out of all courses in the specialization, the pace of the speaker was perfect.

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76 - 100 of 217 Reviews for Deep Learning with Keras and Tensorflow

By Wess H

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Jun 8, 2020

Good and well explained course !

By Timi K

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Jul 20, 2020

Thank you! I enjoyed the course

By Russell C

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Feb 18, 2022

Excellent hands-on learning!

By Haroon

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Mar 4, 2025

Course is great. Go for it.

By Hana T

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Feb 7, 2024

THIS COURSE IS EXCELLENT

By Mohd N K

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May 27, 2020

very clearly explained

By Remigiusz M U

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May 7, 2025

very easy and helpful

By Nadeem K

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Jan 17, 2024

Great one, I loved it

By M M A

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Jul 7, 2020

Really a good course

By Aryan K

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Nov 1, 2023

Very nice explained

By Vivek K G

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Jul 26, 2020

Good Course Content

By Mel A

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Jul 16, 2020

Intuitive hands-on.

By Alima A

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Feb 12, 2025

Its amazing course

By Waddah A B

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Jul 14, 2025

Just great course

By Manvi G

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Feb 12, 2025

Amazing content!!

By Sweta S

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Feb 12, 2025

Excellent Course

By lavanya s

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Feb 12, 2025

Excellent Course

By Sa S

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Feb 12, 2025

Superb Content!

By Jeya g

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Jan 20, 2025

Nice experience

By CHALLA K S N M S

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Sep 21, 2020

awesome course

By Mateus R

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Jun 17, 2020

Great course!!

By Julien V

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Jun 3, 2020

Great course !

By Hossein J

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Jul 2, 2024

Really useful

By oyenola p

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Jul 13, 2022

great course

By Luis C M R

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Feb 23, 2022

Really clear!